DEVELOPMENT... OpenML
Run
191262

Run 191262

Task 259 (Supervised Classification) credit-approval Uploaded 26-02-2015 by Felicia West
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Flow

weka.LibLINEAR(1)Rong-En Fan, Kai-Wei Chang, Cho-Jui Hsieh, Xiang-Rui Wang, Chih-Jen Lin (2008). LIBLINEAR - A Library for Large Linear Classification. URL http://www.csie.ntu.edu.tw/~cjlin/liblinear/.
weka.LibLINEAR(1)_S1
weka.LibLINEAR(1)_C1.0
weka.LibLINEAR(1)_E0.001
weka.LibLINEAR(1)_B1.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.7074
Per class
F measure
0.7057
Per class
Kappa
0.4197
KB relative information score
97.2653
Mean absolute error
0.2863
Mean prior absolute error
0.4978
Number of instances
227
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7302
Per class
Predictive accuracy
0.7137
Prior entropy
0.9913
Recall
0.7137
Per class
Relative absolute error
0.5752
Root mean prior squared error
0.5008
Root mean squared error
0.5351
Root relative squared error
1.0684
SciMark benchmark
1304.9611
UserCPU time millis
80
UserCPU time millis testing
10
UserCPU time millis training
70